#RAG

Mastodon discussion Sep 18

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...#ai #rag #software ...

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...#ai #rag #software #coding #development #engineering #inclusive #communityVecto...

RAG

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Dev.to tutorial Sep 18

Vector Search Isn't Enough for Everything. Meet Hybrid Retrieval

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

RAG

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Dev.to tutorial Sep 18

The RAG Pipeline I Wouldn't Build the Same Way Twice

Subtitle: A practical look at failure modes, query routing, hybrid retrieval, and knowing when...

RAG

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Mastodon discussion Sep 18

Hello Mastodon! 👋I’m Rakesh, a Junior AI/ML Engineer focused on Generative AI, LLMs, RAG, and Python.I’m currently build...

Hello Mastodon! 👋I’m Rakesh, a Junior AI/ML Engineer focused on Generative AI, LLMs, RAG, and Python.I’m currently building AI products and learning by turning ideas into working s...

RAG

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Mastodon discussion Sep 18

#Python Friday #349: From Obsidian Vault to #RAG - #aihttps://pythonfriday.dev/2026/09/349-from-obsidian-vault-to-rag/

#Python Friday #349: From Obsidian Vault to #RAG - #aihttps://pythonfriday.dev/2026/09/349-from-obsidian-vault-to-rag/

RAG

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Dev.to tutorial Sep 18

How to build a RAG system from scratch in Python (chunk embed retrieve cite)( https://ai.studybydoing.in)

Most "RAG tutorials" hand you a framework and a .from_documents() one-liner, and you never actually...

RAG

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Mastodon discussion Sep 18

How to build a RAG system from scratch in Python (chunk embed retrieve cite)( ai.studybydoing.in)#rag #llm #python #ai #...

How to build a RAG system from scratch in Python (chunk embed retrieve cite)( ai.studybydoing.in)#rag #llm #python #ai #software #coding #development #engineering #inclusive #commu...

LLM RAG

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Mastodon discussion Sep 18

Whole notes, not fragments: the retrieval half The number that flatters us is the one you...#ai #memory #rag #devtools #...

Whole notes, not fragments: the retrieval half The number that flatters us is the one you...#ai #memory #rag #devtools #software #coding #development #engineering #inclusive #commu...

RAG

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Mastodon discussion Sep 17

Better Vector Search for Long Documents: Chunking Inside Manticore SearchArticle URL: https://manticoresearch.com/blog/a...

Better Vector Search for Long Documents: Chunking Inside Manticore SearchArticle URL: https://manticoresearch.com/blog/auto-chunking/ Comments URL: https://news.ycombinator.com/ite...

Google RAG

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Dev.to tutorial Sep 17

Does RAG Need Better Retrieval — or Better Relationships?

I started this experiment for a slightly different reason. I was playing with a system that could...

RAG

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Dev.to tutorial Sep 17

RAG Evaluation 2026: The Four Core Metrics and How to Read Them Diagnostically

Faithfulness, Answer Relevancy, Context Precision, and Context Recall—which metrics set the standard for RAG quality in 2026, how to measure them, and what the scores really mean.

RAG

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Mastodon discussion Sep 17

Faithfulness, Answer Relevancy, Context Precision, and Context Recall—which metrics set the standard for RAG quality in ...

Faithfulness, Answer Relevancy, Context Precision, and Context Recall—which metrics set the standard for RAG quality in 2026, how to measure them, and what the scores really mean.#...

RAG

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Mastodon discussion Sep 17

Stop burning expensive GPU VRAM on text embeddings! 🚨Embedding models do NOT require $3,000 GPUs.The SRE RAG FinOps Blue...

Stop burning expensive GPU VRAM on text embeddings! 🚨Embedding models do NOT require $3,000 GPUs.The SRE RAG FinOps Blueprint:• Decouple Infrastructure: Save GPUs for LLMs; run emb...

RAG AI Hardware

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Mastodon discussion Sep 17

Think long context windows & vector search make #AIagents production-ready? Think again.Cassie Shum explains how #Knowle...

Think long context windows & vector search make #AIagents production-ready? Think again.Cassie Shum explains how #KnowledgeGraphs can become the operational substrate for agentic s...

RAG

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Dev.to tutorial Sep 17

Building Retrieval + Generation for a RAG Pipeline

In Part 1 of this project, I built the document ingestion side of a minimal Retrieval-Augmented...

RAG

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Mastodon discussion Sep 17

This came up in Chinese AI developer circles recently: IBM has been promoting something called Chunkless RAG, where inst...

This came up in Chinese AI developer circles recently: IBM has been promoting something called Chunkless RAG, where instead of the standard document-to-chunk-to-embedding pipeline,...

RAG API

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Mastodon discussion Sep 17

120 ms → 38 ms, 3.2× faster after swapping FAISS IVF‑Flat for HNSW in our RAG pipeline. Remember to REINDEX the vector s...

120 ms → 38 ms, 3.2× faster after swapping FAISS IVF‑Flat for HNSW in our RAG pipeline. Remember to REINDEX the vector store after any index type change, otherwise query latency sp...

RAG

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Mastodon discussion Sep 16

El punto de partida Cuando empecé a hacer proyectos de RAG con Amazon Bedrock, pude ver...#aws #rag #ai #langchain #soft...

El punto de partida Cuando empecé a hacer proyectos de RAG con Amazon Bedrock, pude ver...#aws #rag #ai #langchain #software #coding #development #engineering #inclusive #community...

RAG

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Dev.to tutorial Sep 16

The Database I Deleted: Migrating an Agentic RAG App to AWS Serverless

Part 2 — the five decisions that fought back Part 1 covered why an agentic RAG assistant —...

RAG Agents

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Dev.to tutorial Sep 16

Demystifying Grounded RAG: Eliminating LLM Hallucinations with Local Vector Stores

When deploying Large Language Models (LLMs) in production environments, there are two main challenges...

LLM RAG

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Mastodon discussion Sep 16

Самое сложное в AI: как RAG-пилот на три недели затянулся на три месяцаВ финале прошлой статьи про сборку AI-команды я о...

Самое сложное в AI: как RAG-пилот на три недели затянулся на три месяцаВ финале прошлой статьи про сборку AI-команды я остановился на клиффхэнгере: наш простой трёхнедельный пилот ...

OpenAI RAG

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Dev.to tutorial Sep 16

Building a RAG Chatbot on Cloudflare Workers (Vectorize + D1 + Workflows)

I first saw RAG in 2024, at a hackathon. The moment that stuck with me was realizing an LLM could...

RAG

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Mastodon discussion Sep 16

🏠 Open WebUI: ChatGPT UX on your own infrastructure!Docker, RAG, multi-user auth, any backend behind one UI.📖 Read: http...

🏠 Open WebUI: ChatGPT UX on your own infrastructure!Docker, RAG, multi-user auth, any backend behind one UI.📖 Read: https://devopstales.github.io/ai/open-webui-self-hosted/?utm_sou...

OpenAI RAG

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Dev.to tutorial Sep 16

Context Engineering for Production AI Agents in 2026: Beyond Prompt Engineering and Basic RAG

Learn context engineering for production AI agents in 2026: six context layers, typed packages, MCP tool scoping, retrieval budgeting, prompt-injection defenses, evaluation, and Fa...

RAG

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